Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9534574 0.8598664 0.9902154 0.9479647
bt 0.8829787 0.9172870 0.9420523 0.7731055
maxnet 0.6489362 0.9543641 0.7519121 0.3940732
gam NA NA 0.7948669 NA
glm NA NA 0.7153018 NA

Variable Importance